Matteo Gambella

15 papers B 5Journal 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
SQUAD: Scalable Quorum Adaptive Decisions via ensemble of early exit neural networks.
CoRR
Matteo Gambella, Fabrizio Pittorino, Giuliano Casale, Manuel Roveri
2025 J jnl
Architecture-Aware Minimization (A
CoRR
Matteo Gambella, Fabrizio Pittorino, Manuel Roveri
2025 J jnl
Architecture-aware minimization (A
Mach. Learn. Sci. Technol.
Matteo Gambella, Fabrizio Pittorino, Manuel Roveri
2025 B conf
DYNAMAX: Dynamic computing for Transformers and Mamba based architectures.
IJCNN
Miguel Nogales, Matteo Gambella, Manuel Roveri
2025 J jnl
DYNAMAX: Dynamic computing for Transformers and Mamba based architectures.
CoRR
Miguel Nogales, Matteo Gambella, Manuel Roveri
2025 J jnl
NACHOS: Neural Architecture Search for Hardware-Constrained Early-Exit Neural Networks.
IEEE Trans. Neural Networks Learn. Syst.
Matteo Gambella, Jary Pomponi, Simone Scardapane, Manuel Roveri
2025 J jnl
SEAL: Searching Expandable Architectures for Incremental Learning.
CoRR
Matteo Gambella, Vicente Javier Castro Solar, Manuel Roveri
2025 J jnl
ZO-DARTS++: An Efficient and Size-Variable Zeroth-Order Neural Architecture Search Algorithm.
CoRR
Lunchen Xie, Eugenio Lomurno, Matteo Gambella, Danilo Ardagna, Manual Roveri, Matteo Matteucci, Qingjiang Shi
2024 J jnl
A Lightweight Neural Architecture Search Model for Medical Image Classification.
CoRR
Lunchen Xie, Eugenio Lomurno, Matteo Gambella, Danilo Ardagna, Manuel Roveri, Matteo Matteucci, Qingjiang Shi
2024 B conf
An Efficient Neural Architecture Search Model for Medical Image Classification.
ESANN
Lunchen Xie, Eugenio Lomurno, Matteo Gambella, Danilo Ardagna, Manuel Roveri, Matteo Matteucci, Qingjiang Shi
2024 B conf
FlatNAS: optimizing Flatness in Neural Architecture Search for Out-of-Distribution Robustness.
IJCNN
Matteo Gambella, Fabrizio Pittorino, Manuel Roveri
2024 J jnl
FlatNAS: optimizing Flatness in Neural Architecture Search for Out-of-Distribution Robustness.
CoRR
Matteo Gambella, Fabrizio Pittorino, Manuel Roveri
2024 J jnl
NACHOS: Neural Architecture Search for Hardware Constrained Early Exit Neural Networks.
CoRR
Matteo Gambella, Jary Pomponi, Simone Scardapane, Manuel Roveri
2023 B conf
EDANAS: Adaptive Neural Architecture Search for Early Exit Neural Networks.
IJCNN
Matteo Gambella, Manuel Roveri
2022 B conf
CNAS: Constrained Neural Architecture Search.
SMC
Matteo Gambella, Alessandro Falcetta, Manuel Roveri